Quanjun Chen

Orcid: 0000-0001-6528-2924

According to our database1, Quanjun Chen authored at least 27 papers between 2009 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2023
EpiMob: Interactive Visual Analytics of Citywide Human Mobility Restrictions for Epidemic Control.
IEEE Trans. Vis. Comput. Graph., August, 2023

DeepCrowd: A Deep Model for Large-Scale Citywide Crowd Density and Flow Prediction.
IEEE Trans. Knowl. Data Eng., 2023

STAEformer: Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting.
CoRR, 2023

Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Spatio-Temporal Meta-Graph Learning for Traffic Forecasting.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Human Mobility-based Individual-level Epidemic Simulation Platform.
ACM Trans. Spatial Algorithms Syst., September, 2022

Predicting Citywide Crowd Dynamics at Big Events: A Deep Learning System.
ACM Trans. Intell. Syst. Technol., 2022

Will you go where you search? A deep learning framework for estimating user search-and-go behavior.
Neurocomputing, 2022

DeepCrowd: A Deep Model for Large-Scale Citywide Crowd Density and Flow Prediction (Extended abstract).
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Online trajectory prediction for metropolitan scale mobility digital twin.
Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022

A Geomagnetic Sensor Dataset for Traffic Flow Prediction.
Proceedings of the IEEE International Conference on Big Data, 2022

Yahoo! Bousai Crowd Data: A Large-Scale Crowd Density and Flow Dataset in Tokyo and Osaka.
Proceedings of the IEEE International Conference on Big Data, 2022

Learning Latent Road Correlations from Trajectories.
Proceedings of the IEEE International Conference on Big Data, 2022

2021
Transfer Urban Human Mobility via POI Embedding over Multiple Cities.
Trans. Data Sci., 2021

Data-driven hospital personnel scheduling optimization through patients prediction.
CCF Trans. Pervasive Comput. Interact., 2021

2020
Trajectory fingerprint: one-shot human trajectory identification using Siamese network.
CCF Trans. Pervasive Comput. Interact., 2020

DualSIN: Dual Sequential Interaction Network for Human Intentional Mobility Prediction.
Proceedings of the SIGSPATIAL '20: 28th International Conference on Advances in Geographic Information Systems, 2020

2019
Decentralized Attention-based Personalized Human Mobility Prediction.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019

Deep Multiple Instance Learning for Human Trajectory Identification.
Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019

2018
Deep ROI-Based Modeling for Urban Human Mobility Prediction.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018

DeepRailway: A Deep Learning System for Forecasting Railway Traffic.
Proceedings of the IEEE 1st Conference on Multimedia Information Processing and Retrieval, 2018

A Context-Aware Nonnegative Matrix Factorization Framework for Traffic Accident Risk Estimation via Heterogeneous Data.
Proceedings of the IEEE 1st Conference on Multimedia Information Processing and Retrieval, 2018

DeepUrbanMomentum: An Online Deep-Learning System for Short-Term Urban Mobility Prediction.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2016
Learning Deep Representation from Big and Heterogeneous Data for Traffic Accident Inference.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2013
Fusion of Infrared and Visible Images Using 2DPCA Bases.
Proceedings of the 2nd IAPR Asian Conference on Pattern Recognition, 2013

2010
An Energy-efficient Rate Adaptive Media Access Protocol (RA-MAC) for Long-lived Sensor Networks.
Sensors, 2010

2009
Analysis and application of hop count in multi-hop wireless ad-hoc networks.
PhD thesis, 2009


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